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The DefaultStrategy class is a trading strategy that performs backtesting on financial data. It implements the IStrategy interface. Here's a breakdown of what the strategy does:
populate_indicators: This method adds various technical analysis (TA) indicators to the provided DataFrame.
It calculates indicators such as Commodity Channel Index (CCI), Rate of Change (ROC), Relative Strength Index (RSI), Stochastic RSI, Candlestick patterns (e.g., Hammer, Inverted Hammer, Dragonfly Doji), and more.
The indicators are added as additional columns to the DataFrame.
populate_buy_trend: This method populates the "buy" signal for the given DataFrame based on the TA indicators. In this particular strategy, a buy signal is triggered when the RSI value is below 35. The method sets the "buy" column to 1 for the corresponding rows. populate_sell_trend: This method populates the "sell" signal for the given DataFrame based on the TA indicators. In this strategy, a sell signal is triggered when the RSI value crosses above 70. The method sets the "sell" column to 1 for the corresponding rows. Overall, the strategy incorporates a range of TA indicators to generate buy and sell signals based on certain conditions. The indicators and conditions used in this strategy can be customized or adjusted as per the requirements of the backtesting website.
It calculates indicators such as Commodity Channel Index (CCI), Rate of Change (ROC), Relative Strength Index (RSI), Stochastic RSI, Candlestick patterns (e.g., Hammer, Inverted Hammer, Dragonfly Doji), and more.
The indicators are added as additional columns to the DataFrame.
populate_buy_trend: This method populates the "buy" signal for the given DataFrame based on the TA indicators. In this particular strategy, a buy signal is triggered when the RSI value is below 35. The method sets the "buy" column to 1 for the corresponding rows. populate_sell_trend: This method populates the "sell" signal for the given DataFrame based on the TA indicators. In this strategy, a sell signal is triggered when the RSI value crosses above 70. The method sets the "sell" column to 1 for the corresponding rows. Overall, the strategy incorporates a range of TA indicators to generate buy and sell signals based on certain conditions. The indicators and conditions used in this strategy can be customized or adjusted as per the requirements of the backtesting website.
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stoploss: -0.1 timeframe: 5m hash(sha256): 76d4329e005104a7f8de69f2d0bc9c15867039c954e39f50709b3d15d775c8ed indicators: CDLDRAGONFLYDOJI CDLGRAVESTONEDOJI ha_low CDLHANGINGMAN CDLSHOOTINGSTAR close CDLSPINNINGTOP CDLENGULFING fastd_rsi CDL3WHITESOLDIERS CDLHAMMER fastk CDLMORNINGSTAR CDLEVENINGDOJISTAR open CDLEVENINGSTAR CDLPIERCING fastd ha_open CDL3OUTSIDE high fastk_rsi cci ha_close CDL3INSIDE CDLINVERTEDHAMMER CDLHARAMI ha_high roc rsi CDL3LINESTRIKE CDLDARKCLOUDCOVER low
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last change: 2024-07-16 20:17:41